Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 0.154443 0.169308 0.185494 0.204518 0.226383 0.250867 0.280555
2025-04-27 0.134803 0.156346 0.181780 0.214450 0.255947 0.307809 0.379048
2025-05-04 0.121518 0.146748 0.178351 0.221802 0.281602 0.363626 0.489740
2025-05-11 0.111482 0.138865 0.174788 0.226961 0.303757 0.418062 0.613253
2025-05-18 0.101812 0.129833 0.167916 0.225671 0.315465 0.458678 0.727235
2025-05-25 0.091601 0.118777 0.156665 0.215971 0.312042 0.473702 0.800753
2025-06-01 0.084646 0.111491 0.149829 0.211694 0.316039 0.501383 0.907516
2025-06-08 0.079654 0.106491 0.145714 0.210915 0.325396 0.540332 1.053277
2025-06-15 0.075930 0.102976 0.143398 0.212582 0.339054 0.590484 1.248548
2025-06-22 0.070134 0.095915 0.134957 0.202952 0.330321 0.592681 1.321490
2025-06-29 0.065522 0.090343 0.128418 0.195878 0.325374 0.601939 1.419892
2025-07-06 0.061887 0.086038 0.123572 0.191255 0.324513 0.620206 1.556732
2025-07-13 0.060268 0.084838 0.123791 0.195959 0.343796 0.692580 1.932128
2025-07-20 0.059214 0.084466 0.125358 0.203380 0.370389 0.793088 2.522822
2025-07-27 0.058023 0.083778 0.126311 0.209727 0.395961 0.901357 3.306139
2025-08-03 0.056637 0.082665 0.126411 0.214379 0.418592 1.011137 4.308607
2025-08-10 0.054480 0.080128 0.123781 0.213161 0.426686 1.078431 5.198267
2025-08-17 0.051377 0.075837 0.117713 0.204191 0.413635 1.068904 5.490411
2025-08-24 0.049201 0.073019 0.114161 0.200234 0.413124 1.105276 6.298727
2025-08-31 0.047620 0.071139 0.112209 0.199513 0.421170 1.177937 7.734791
2025-09-07 0.046442 0.069891 0.111340 0.201055 0.435769 1.284633 10.126321
2025-09-14 0.044022 0.066371 0.105992 0.192140 0.419226 1.252714 10.379827
2025-09-21 0.042032 0.063533 0.101816 0.185584 0.408786 1.245601 11.115823